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Bounding the generalization error of convex combinations of classifiers: Balancing the dimensionality and the margins. - MaRDI portal

Bounding the generalization error of convex combinations of classifiers: Balancing the dimensionality and the margins. (Q1872344)

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Bounding the generalization error of convex combinations of classifiers: Balancing the dimensionality and the margins.
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    Bounding the generalization error of convex combinations of classifiers: Balancing the dimensionality and the margins. (English)
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    6 May 2003
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    Generalization error
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    combined classifier
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    margin
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    approximate dimension
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    empirical process
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    Rademacher process
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    random entropies
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    concentration inequalities
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    boosting
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    bagging
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